Function compute has 49 lines of code (exceeds 25 allowed). Consider refactoring.

Open

            compute: function (probable) {
                var zerosCount = {};
                var max = 0;
                var questions = self.questions;
                for (var q in questions) {

Function initializeErrorGraph has 48 lines of code (exceeds 25 allowed). Consider refactoring.

Open

multiVariableNeuralNetworkTrainer.prototype.initializeErrorGraph = function () {

  this.error_chart_history_x = 300;       // How many error data points to show
  this.error_chart_history_y = 100000;    // How high the bar goes
  this.error_history = [10000];

Function addSpeech has a Cognitive Complexity of 15 (exceeds 5 allowed). Consider refactoring.

Open

export const addSpeech = (e, lang = e.lang, text = getText(e)) => {
  if (!e.classList.contains(transformed)) {
    e.classList.add(transformed)
    const speechEl = document.createElement('button')
    speechEl.className = 'speech'

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Function onMessageWrappers has 47 lines of code (exceeds 25 allowed). Consider refactoring.

Open

      const onMessageWrappers = new DefaultWeakMap(listener => {
        if (typeof listener !== "function") {
          return listener
        }

Function graphLayerInputs has 47 lines of code (exceeds 25 allowed). Consider refactoring.

Open

  function graphLayerInputs(layerInputsArray, layerNumber) {


    var layerInputs = layerInputsArray[layerNumber], layerInputsObjects = []

Function multiVariableNeuralNetworkTrainer has 15 arguments (exceeds 4 allowed). Consider refactoring.

Open

var multiVariableNeuralNetworkTrainer = function (numberOfInputNodes,
                                                  svg_el, table_el,
                                                  dataPoints, labels,
                                                  weights, bias,
                                                  gradientDescentButton, gradientDescent10Button, gradientDescent100Button,

Function addSpeech has 46 lines of code (exceeds 25 allowed). Consider refactoring.

Open

export const addSpeech = (e, lang = e.lang, text = getText(e)) => {
  if (!e.classList.contains(transformed)) {
    e.classList.add(transformed)
    const speechEl = document.createElement('button')
    speechEl.className = 'speech'

Function drawGraph has a Cognitive Complexity of 14 (exceeds 5 allowed). Consider refactoring.

Open

shallowNeuralNetworkGrapher.prototype.drawGraph = function () {
  var grapher = this;
  this.nodeRadius = 15;
  this.weightNodeWidthRatio = 1.7;
  // Let's calculate our coordinates for all the nodes

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Function graphInputToBiasLines has 42 lines of code (exceeds 25 allowed). Consider refactoring.

Open

  function graphInputToBiasLines(data) {

    var inputToBiasLines = this.neuralNetworkG.selectAll(this.svgElement + " .input-to-bias-line")
      .data(data)

Function initializeGraph has 42 lines of code (exceeds 25 allowed). Consider refactoring.

Open

NN_trainer.prototype.initializeGraph = function () {
  this.holder = d3.select(this.svg_el) // select the 'body' element
    .append("svg")           // append an SVG element to the body
    .attr("width", this.graphWidth)      // make the SVG element 449 pixels wide
    .attr("height", 249);    // make the SVG element 249 pixels high

Function onMessage has 42 lines of code (exceeds 25 allowed). Consider refactoring.

Open

        return function onMessage (message, sender, sendResponse) {
          let didCallSendResponse = false
          let wrappedSendResponse
          let sendResponsePromise = new Promise(resolve => {
            wrappedSendResponse = function (response) {

Function getFromRow has 42 lines of code (exceeds 25 allowed). Consider refactoring.

Open

  protected getFromRow(context: RR0SsgContext, row: Element): GeipanCaseSummary {
    const linkField = row.querySelector(".fiche-download-icon")
    const caseLink = linkField.firstElementChild as HTMLAnchorElement
    const url = new URL(caseLink.href, this.baseUrl)
    const caseField = row.querySelector(".cas_title")

Function neuralNetworkCalculationViz has 42 lines of code (exceeds 25 allowed). Consider refactoring.

Open

  var neuralNetworkCalculationViz = function (inputs, inputNodeCount, outputNodeCount, activation, containerElement, weights, biases, tableElement,
                                              trainingSet, classes) {


    this.properties = {

Function graphWeightNodes has 41 lines of code (exceeds 25 allowed). Consider refactoring.

Open

shallowNeuralNetworkGrapher.prototype.graphWeightNodes = function (data) {
  var radius = this.nodeRadius * 0.6;
  var t = d3.transition()
    .duration(750);

Function gradientDescentStep has 41 lines of code (exceeds 25 allowed). Consider refactoring.

Open

multiVariableNeuralNetworkTrainer.prototype.gradientDescentStep = function (steps) {

  // I probably shouldn't do this. I started doing feature normalization so we can keep to one learning rate.
  // I decided to do it this way to maintain narrative continuity.
  this.weightLearningRates = [0.00000001, 0.01];

Function getWeightNodeCoordinates has 40 lines of code (exceeds 25 allowed). Consider refactoring.

Open

  function getWeightNodeCoordinates(inputLayerNodeCount,
                                    inputNodeCount, outputNodeCount,
                                    inputLayerCoordinates, weightLayerXCoordinates,
                                    outputLayerCoordinates,
                                    biasLayerX, inputLayerX) {

Function activate has 40 lines of code (exceeds 25 allowed). Consider refactoring.

Open

    var activate = function (d) {
      if (viz.layerValues[1]) {
        // Set up the tooltip to show the inputs and their sum
        var rows = "<table class=\"softmax-calculation\">", total = 0
        rows = rows + "<tr>" +

Function findPeople has a Cognitive Complexity of 13 (exceeds 5 allowed). Consider refactoring.

Open

  window.findPeople = (_e) => {
    const value = normalize(textInput.value)
    const list = document.querySelector("#searchForm + ul")
    let found = 0
    const selectedCountries = countryInputs.filter(countryInput => countryInput.checked)

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Function graphBiasToSoftmaxArrows has 39 lines of code (exceeds 25 allowed). Consider refactoring.

Open

  function graphBiasToSoftmaxArrows(data) {

    var inputToBiasLines = this.neuralNetworkG.selectAll(this.svgElement + " .bias-to-softmax-line")
      .data(data)

Function graphBiasToSoftmaxArrows has 39 lines of code (exceeds 25 allowed). Consider refactoring.

Open

shallowNeuralNetworkGrapher.prototype.graphBiasToSoftmaxArrows = function (data) {
  var inputToBiasLines = this.neuralNetworkG.selectAll(this.svgElement + " .bias-to-softmax-line")
    .data(data);

  inputToBiasLines.exit()